diff --git a/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/DeltaLakeSchemaSupport.java b/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/DeltaLakeSchemaSupport.java
index 5cbf3925ff0d7..46055aec1e143 100644
--- a/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/DeltaLakeSchemaSupport.java
+++ b/plugin/trino-delta-lake/src/main/java/io/trino/plugin/deltalake/transactionlog/DeltaLakeSchemaSupport.java
@@ -119,6 +119,7 @@ private DeltaLakeSchemaSupport() {}
             .add(CHANGE_DATA_FEED_FEATURE_NAME)
             .add(COLUMN_MAPPING_FEATURE_NAME)
             .add(TIMESTAMP_NTZ_FEATURE_NAME)
+            .add(DELETION_VECTORS_FEATURE_NAME)
             .build();
 
     public enum ColumnMappingMode
diff --git a/plugin/trino-delta-lake/src/test/java/io/trino/plugin/deltalake/TestDeltaLakeBasic.java b/plugin/trino-delta-lake/src/test/java/io/trino/plugin/deltalake/TestDeltaLakeBasic.java
index 7bdd52f5ecdaf..b301ceeae356c 100644
--- a/plugin/trino-delta-lake/src/test/java/io/trino/plugin/deltalake/TestDeltaLakeBasic.java
+++ b/plugin/trino-delta-lake/src/test/java/io/trino/plugin/deltalake/TestDeltaLakeBasic.java
@@ -96,7 +96,6 @@ public class TestDeltaLakeBasic
     private static final List<ResourceTable> OTHER_TABLES = ImmutableList.of(
             new ResourceTable("stats_with_minmax_nulls", "deltalake/stats_with_minmax_nulls"),
             new ResourceTable("no_column_stats", "databricks73/no_column_stats"),
-            new ResourceTable("deletion_vectors", "databricks122/deletion_vectors"),
             new ResourceTable("timestamp_ntz", "databricks131/timestamp_ntz"),
             new ResourceTable("timestamp_ntz_partition", "databricks131/timestamp_ntz_partition"));
 
@@ -936,8 +935,30 @@ public void testIdentityColumns()
      */
     @Test
     public void testDeletionVectors()
+            throws Exception
     {
-        assertQuery("SELECT * FROM deletion_vectors", "VALUES (1, 11)");
+        String tableName = "deletion_vectors" + randomNameSuffix();
+
+        Path tableLocation = Files.createTempFile(tableName, null);
+        copyDirectoryContents(new File(Resources.getResource("databricks122/deletion_vectors").toURI()).toPath(), tableLocation);
+        assertUpdate("CALL system.register_table('%s', '%s', '%s')".formatted(getSession().getSchema().orElseThrow(), tableName, tableLocation.toUri()));
+
+        assertQuery("SELECT * FROM " + tableName, "VALUES (1, 11)");
+
+        assertUpdate("INSERT INTO " + tableName + " VALUES (3, 31), (3, 32)", 2);
+        assertQuery("SELECT * FROM " + tableName, "VALUES (1, 11), (3, 31), (3, 32)");
+
+        assertUpdate("DELETE FROM " + tableName + " WHERE a = 3 AND b = 31", 1);
+        assertQuery("SELECT * FROM " + tableName, "VALUES (1, 11), (3, 32)");
+
+        assertUpdate("UPDATE " + tableName + " SET a = -3 WHERE b = 32", 1);
+        assertQuery("SELECT * FROM " + tableName, "VALUES (1, 11), (-3, 32)");
+
+        assertUpdate("MERGE INTO " + tableName + " t USING " + tableName + " s " +
+                "ON (t.a = s.a) WHEN MATCHED THEN UPDATE SET b = -1", 2);
+        assertQuery("SELECT * FROM " + tableName, "VALUES (1, -1), (-3, -1)");
+
+        assertUpdate("DROP TABLE " + tableName);
     }
 
     @Test
diff --git a/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeDeleteCompatibility.java b/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeDeleteCompatibility.java
index 58fd4170cf7c9..ec8ce1ab3695a 100644
--- a/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeDeleteCompatibility.java
+++ b/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeDeleteCompatibility.java
@@ -261,15 +261,16 @@ public void testDeletionVectors(String mode)
                     .contains(row("a", "integer", "", ""), row("b", "integer", "", ""));
 
             // TODO https://github.com/trinodb/trino/issues/17063 Use Delta Deletion Vectors for row-level deletes
-            assertQueryFailure(() -> onTrino().executeQuery("INSERT INTO delta.default." + tableName + " VALUES (3, 33)"))
-                    .hasMessageContaining("Unsupported writer features: [deletionVectors]");
-            assertQueryFailure(() -> onTrino().executeQuery("DELETE FROM delta.default." + tableName))
-                    .hasMessageContaining("Unsupported writer features: [deletionVectors]");
-            assertQueryFailure(() -> onTrino().executeQuery("UPDATE delta.default." + tableName + " SET a = 3"))
-                    .hasMessageContaining("Unsupported writer features: [deletionVectors]");
-            assertQueryFailure(() -> onTrino().executeQuery("MERGE INTO delta.default." + tableName + " t USING delta.default." + tableName + " s " +
-                    "ON (t.a = s.a) WHEN MATCHED THEN UPDATE SET b = -1"))
-                    .hasMessageContaining("Unsupported writer features: [deletionVectors]");
+            onTrino().executeQuery("INSERT INTO delta.default." + tableName + " VALUES (3, 33)");
+            onTrino().executeQuery("DELETE FROM delta.default." + tableName + " WHERE a = 1");
+            onTrino().executeQuery("UPDATE delta.default." + tableName + " SET a = 30 WHERE b = 33");
+            onTrino().executeQuery("MERGE INTO delta.default." + tableName + " t USING delta.default." + tableName + " s " +
+                    "ON (t.a = s.a) WHEN MATCHED THEN UPDATE SET b = -1");
+
+            assertThat(onDelta().executeQuery("SELECT * FROM default." + tableName))
+                    .containsOnly(row(2, -1), row(30, -1));
+            assertThat(onTrino().executeQuery("SELECT * FROM delta.default." + tableName))
+                    .containsOnly(row(2, -1), row(30, -1));
         }
         finally {
             dropDeltaTableWithRetry("default." + tableName);
diff --git a/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeWriteDatabricksCompatibility.java b/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeWriteDatabricksCompatibility.java
index cb35a28dfa0bc..2fface7eb80f7 100644
--- a/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeWriteDatabricksCompatibility.java
+++ b/testing/trino-product-tests/src/main/java/io/trino/tests/product/deltalake/TestDeltaLakeWriteDatabricksCompatibility.java
@@ -421,10 +421,10 @@ public void testVacuumUnsupportedWriterFeature()
                 "(a INT)" +
                 "USING DELTA " +
                 "LOCATION '" + ("s3://" + bucketName + "/" + directoryName) + "'" +
-                "TBLPROPERTIES ('delta.enableDeletionVectors' = true)");
+                "TBLPROPERTIES ('delta.enableRowTracking' = true)");
         try {
             assertThatThrownBy(() -> onTrino().executeQuery("CALL delta.system.vacuum('default', '" + tableName + "', '7d')"))
-                    .hasMessageContaining("Cannot execute vacuum procedure with [deletionVectors] writer features");
+                    .hasMessageContaining("Cannot execute vacuum procedure with [rowTracking] writer features");
         }
         finally {
             dropDeltaTableWithRetry("default." + tableName);